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What are the the differences and when would you use each of the following: PDF ( Probability Density Function ), PMF ( Probability Mass Function

What are the the differences and when would you use each of the following: PDF (Probability Density Function), PMF (Probability Mass Function)andCDF (Cumulative Distribution Function).

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